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Audit and optimize for AI crawlers, LLM consumption, and answer-engine visibility (Perplexity, Google AI Overview, ChatGPT browse).

splits-network By splits-network schedule Updated 2/19/2026

name: aio description: Audit and optimize for AI crawlers, LLM consumption, and answer-engine visibility (Perplexity, Google AI Overview, ChatGPT browse).

/aio - AI Optimization Audit & Fix

When invoked, spawn the aio agent (.claude/agents/aio.md) to perform AIO work.

Sub-Commands

  • /aio:audit <app> - Audit an app for AI optimization compliance
  • /aio:fix <target> - Fix AIO issues on a specific page or app-wide

Core Principle: If It's Not in the HTML, AI Can't See It

AI crawlers (GPTBot, ClaudeBot, PerplexityBot) do minimal or no JavaScript execution. Content must be in the initial server response.

The Anti-Pattern

page.tsx (server) → imports ClientPage
ClientPage.tsx ('use client') → fetches data, renders everything
Result: AI sees an empty shell

The Correct Pattern

page.tsx (server) → fetches data, renders content in RSC
ClientControls.tsx ('use client') → receives data as props, adds interactivity
Result: AI sees complete content

AIO Focus Areas

Content Visibility (Critical)

  • Server-rendered content on all public pages
  • No client-page anti-pattern
  • No content hidden behind client-side data fetching
  • robots.txt allows AI crawlers

Content Structure (High)

  • Direct answers in first paragraph (AI snippets pull from opening sentences)
  • Question-format headings matching natural queries
  • FAQ sections with FAQPage JSON-LD schema
  • How-to content with HowTo JSON-LD schema
  • Structured lists and tables (not info buried in prose)

Content Quality (Medium)

  • Specific data with context (not vague claims)
  • Domain terms explicitly defined
  • Unique, substantive content per page
  • Clear topical focus (one topic per page)

AI Crawler Access

  • robots.txt: GPTBot, ClaudeBot, PerplexityBot, Google-Extended explicitly allowed
  • llms.txt at domain root (emerging standard)
  • No interstitials blocking content from crawlers

High-Value Content Types for AI Citation

Content Type Why AI Cites It Schema
FAQ sections Direct Q&A extraction FAQPage
How-to guides Step-by-step answers HowTo
Documentation Reference material TechArticle
Pricing tables "How much" queries Product + Offer
Glossary/definitions Term explanations DefinedTerm
Data/statistics Specific citation Article
Install via CLI
npx skills add https://github.com/splits-network/splits --skill aio
Repository Details
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article Path SKILL.md
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